Overview
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 14934 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 140.0 B |
Variable types
| Categorical | 10 |
|---|---|
| Numeric | 8 |
atemp is highly overall correlated with season and 1 other fields | High correlation |
bad_weather is highly overall correlated with weathersit_Mist | High correlation |
cnt is highly overall correlated with hr | High correlation |
hr is highly overall correlated with cnt and 1 other fields | High correlation |
is_peak_hour is highly overall correlated with hr | High correlation |
is_weekend is highly overall correlated with weekday | High correlation |
month is highly overall correlated with season | High correlation |
season is highly overall correlated with atemp and 1 other fields | High correlation |
weather_comfort is highly overall correlated with atemp | High correlation |
weathersit_Mist is highly overall correlated with bad_weather | High correlation |
weekday is highly overall correlated with is_weekend and 1 other fields | High correlation |
workingday is highly overall correlated with weekday | High correlation |
holiday is highly imbalanced (81.7%) | Imbalance |
weathersit_Heavy Rain is highly imbalanced (99.7%) | Imbalance |
weathersit_Light Snow is highly imbalanced (57.5%) | Imbalance |
hr has 721 (4.8%) zeros | Zeros |
weekday has 1994 (13.4%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-11 08:38:09.290045 |
|---|---|
| Analysis finished | 2026-01-11 08:38:18.563689 |
| Duration | 9.27 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
season
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 1 | |
|---|---|
| 4 | |
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3910 | |
| 4 | 3710 | |
| 3 | 3680 | |
| 2 | 3634 |
hr
Real number (ℝ)
High correlation Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.091737 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 721 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.1764845 |
|---|---|
| Coefficient of variation (CV) | 0.64701178 |
| Kurtosis | -1.2500922 |
| Mean | 11.091737 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.13007241 |
| Sum | 165644 |
| Variance | 51.50193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 721 | 4.8% |
| 23 | 721 | 4.8% |
| 6 | 719 | 4.8% |
| 1 | 718 | 4.8% |
| 22 | 712 | 4.8% |
| 21 | 711 | 4.8% |
| 5 | 711 | 4.8% |
| 2 | 708 | 4.7% |
| 9 | 703 | 4.7% |
| 20 | 691 | 4.6% |
| Other values (14) | 7819 |
| Value | Count | Frequency (%) |
| 0 | 721 | |
| 1 | 718 | |
| 2 | 708 | |
| 3 | 689 | |
| 4 | 687 | |
| 5 | 711 | |
| 6 | 719 | |
| 7 | 660 | |
| 8 | 481 | |
| 9 | 703 |
| Value | Count | Frequency (%) |
| 23 | 721 | |
| 22 | 712 | |
| 21 | 711 | |
| 20 | 691 | |
| 19 | 564 | |
| 18 | 371 | |
| 17 | 311 | |
| 16 | 555 | |
| 15 | 558 | |
| 14 | 551 |
holiday
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 | 415 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14519 | |
| 1 | 415 | 2.8% |
weekday
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9931699 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1994 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9604559 |
|---|---|
| Coefficient of variation (CV) | 0.65497648 |
| Kurtosis | -1.2180404 |
| Mean | 2.9931699 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.0019199438 |
| Sum | 44700 |
| Variance | 3.8433874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2230 | |
| 3 | 2209 | |
| 4 | 2195 | |
| 1 | 2193 | |
| 2 | 2182 | |
| 0 | 1994 | |
| 6 | 1931 |
| Value | Count | Frequency (%) |
| 0 | 1994 | |
| 1 | 2193 | |
| 2 | 2182 | |
| 3 | 2209 | |
| 4 | 2195 | |
| 5 | 2230 | |
| 6 | 1931 |
| Value | Count | Frequency (%) |
| 6 | 1931 | |
| 5 | 2230 | |
| 4 | 2195 | |
| 3 | 2209 | |
| 2 | 2182 | |
| 1 | 2193 | |
| 0 | 1994 |
workingday
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10596 | |
| 0 | 4338 |
atemp
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.1826803 × 10-17 |
| Minimum | -2.7036975 |
|---|---|
| Maximum | 3.1687995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7506 |
| Negative (%) | 50.3% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | -2.7036975 |
|---|---|
| 5-th percentile | -1.5468156 |
| Q1 | -0.83506895 |
| median | -0.034647614 |
| Q3 | 0.85562292 |
| 95-th percentile | 1.5673696 |
| Maximum | 3.1687995 |
| Range | 5.872497 |
| Interquartile range (IQR) | 1.6906919 |
Descriptive statistics
| Standard deviation | 1.0000335 |
|---|---|
| Coefficient of variation (CV) | -4.5816763 × 1016 |
| Kurtosis | -0.81621115 |
| Mean | -2.1826803 × 10-17 |
| Median Absolute Deviation (MAD) | 0.80100858 |
| Skewness | 0.015406096 |
| Sum | -9.8587805 × 10-14 |
| Variance | 1.000067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9442976281 | 702 | 4.7% |
| -0.7463942448 | 575 | 3.9% |
| -0.3012589758 | 548 | 3.7% |
| 0.321812951 | 540 | 3.6% |
| -0.9243309025 | 532 | 3.6% |
| 0.2325509973 | 493 | 3.3% |
| 0.8556229241 | 492 | 3.3% |
| -0.03464761406 | 490 | 3.3% |
| -0.2125842718 | 488 | 3.3% |
| 0.410487655 | 483 | 3.2% |
| Other values (55) | 9591 |
| Value | Count | Frequency (%) |
| -2.70369748 | 2 | < 0.1% |
| -2.614435526 | 4 | < 0.1% |
| -2.525760822 | 8 | 0.1% |
| -2.436498868 | 7 | < 0.1% |
| -2.347824164 | 13 | 0.1% |
| -2.25856221 | 24 | 0.2% |
| -2.169887506 | 11 | 0.1% |
| -2.080625553 | 35 | 0.2% |
| -1.991950849 | 78 | |
| -1.902688895 | 88 |
| Value | Count | Frequency (%) |
| 3.168799474 | 1 | < 0.1% |
| 3.079537521 | 2 | < 0.1% |
| 2.901600863 | 1 | < 0.1% |
| 2.723664205 | 4 | < 0.1% |
| 2.634989501 | 5 | < 0.1% |
| 2.545727547 | 14 | 0.1% |
| 2.457052843 | 16 | |
| 2.36779089 | 16 | |
| 2.279116186 | 23 | |
| 2.189854232 | 39 |
windspeed
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -1.6061386 |
|---|---|
| Maximum | 2.520559 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7782 |
| Negative (%) | 52.1% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | -1.6061386 |
|---|---|
| 5-th percentile | -1.6061386 |
| Q1 | -0.67413108 |
| median | -0.14168273 |
| Q3 | 0.65654384 |
| 95-th percentile | 1.8552215 |
| Maximum | 2.520559 |
| Range | 4.1266976 |
| Interquartile range (IQR) | 1.3306749 |
Descriptive statistics
| Standard deviation | 1.0000335 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.38338217 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.66533746 |
| Skewness | 0.25901242 |
| Sum | 1.1368684 × 10-13 |
| Variance | 1.000067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.606138648 | 1977 | |
| -0.4083528433 | 1565 | |
| -0.1416827348 | 1482 | |
| -0.6741310785 | 1458 | |
| 0.1240955003 | 1457 | |
| -0.807020196 | 1300 | |
| 0.3907656088 | 1284 | |
| 0.656543844 | 1094 | |
| 0.9232139524 | 881 | |
| 1.05610307 | 666 | 4.5% |
| Other values (6) | 1770 |
| Value | Count | Frequency (%) |
| -1.606138648 | 1977 | |
| -0.807020196 | 1300 | |
| -0.6741310785 | 1458 | |
| -0.4083528433 | 1565 | |
| -0.1416827348 | 1482 | |
| 0.1240955003 | 1457 | |
| 0.3907656088 | 1284 | |
| 0.656543844 | 1094 | |
| 0.9232139524 | 881 | |
| 1.05610307 | 666 | 4.5% |
| Value | Count | Frequency (%) |
| 2.520558983 | 132 | 0.9% |
| 2.387669866 | 156 | 1.0% |
| 2.120999757 | 249 | 1.7% |
| 1.855221522 | 319 | 2.1% |
| 1.588551414 | 394 | 2.6% |
| 1.322773178 | 520 | |
| 1.05610307 | 666 | |
| 0.9232139524 | 881 | |
| 0.656543844 | 1094 | |
| 0.3907656088 | 1284 |
cnt
Real number (ℝ)
High correlation
| Distinct | 505 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.52123 |
| Minimum | 1 |
|---|---|
| Maximum | 508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 31 |
| median | 115 |
| Q3 | 221 |
| 95-th percentile | 379.35 |
| Maximum | 508 |
| Range | 507 |
| Interquartile range (IQR) | 190 |
Descriptive statistics
| Standard deviation | 121.3373 |
|---|---|
| Coefficient of variation (CV) | 0.86348022 |
| Kurtosis | -0.22356588 |
| Mean | 140.52123 |
| Median Absolute Deviation (MAD) | 91 |
| Skewness | 0.7855814 |
| Sum | 2098544 |
| Variance | 14722.74 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 257 | 1.7% |
| 6 | 234 | 1.6% |
| 4 | 229 | 1.5% |
| 3 | 219 | 1.5% |
| 2 | 205 | 1.4% |
| 7 | 195 | 1.3% |
| 8 | 182 | 1.2% |
| 10 | 154 | 1.0% |
| 1 | 149 | 1.0% |
| 11 | 145 | 1.0% |
| Other values (495) | 12965 |
| Value | Count | Frequency (%) |
| 1 | 149 | |
| 2 | 205 | |
| 3 | 219 | |
| 4 | 229 | |
| 5 | 257 | |
| 6 | 234 | |
| 7 | 195 | |
| 8 | 182 | |
| 9 | 128 | |
| 10 | 154 |
| Value | Count | Frequency (%) |
| 508 | 1 | < 0.1% |
| 506 | 1 | < 0.1% |
| 505 | 4 | |
| 504 | 1 | < 0.1% |
| 503 | 1 | < 0.1% |
| 502 | 1 | < 0.1% |
| 500 | 2 | < 0.1% |
| 499 | 4 | |
| 498 | 1 | < 0.1% |
| 497 | 5 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.710125 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 175.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29.35 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8058447 |
|---|---|
| Coefficient of variation (CV) | 0.56052036 |
| Kurtosis | -1.1901386 |
| Mean | 15.710125 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0077520635 |
| Sum | 234615 |
| Variance | 77.5429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 519 | 3.5% |
| 7 | 505 | 3.4% |
| 6 | 504 | 3.4% |
| 21 | 504 | 3.4% |
| 13 | 500 | 3.3% |
| 20 | 500 | 3.3% |
| 24 | 500 | 3.3% |
| 16 | 499 | 3.3% |
| 8 | 498 | 3.3% |
| 14 | 496 | 3.3% |
| Other values (21) | 9909 |
| Value | Count | Frequency (%) |
| 1 | 519 | |
| 2 | 490 | |
| 3 | 477 | |
| 4 | 469 | |
| 5 | 491 | |
| 6 | 504 | |
| 7 | 505 | |
| 8 | 498 | |
| 9 | 492 | |
| 10 | 468 |
| Value | Count | Frequency (%) |
| 31 | 299 | |
| 30 | 448 | |
| 29 | 456 | |
| 28 | 483 | |
| 27 | 472 | |
| 26 | 486 | |
| 25 | 487 | |
| 24 | 500 | |
| 23 | 485 | |
| 22 | 496 |
month
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5088389 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 175.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.5296179 |
|---|---|
| Coefficient of variation (CV) | 0.54228072 |
| Kurtosis | -1.254079 |
| Mean | 6.5088389 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.0038547677 |
| Sum | 97203 |
| Variance | 12.458202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1403 | |
| 1 | 1368 | |
| 11 | 1290 | |
| 3 | 1279 | |
| 2 | 1231 | |
| 7 | 1222 | |
| 8 | 1220 | |
| 5 | 1219 | |
| 10 | 1208 | |
| 4 | 1192 | |
| Other values (2) | 2302 |
| Value | Count | Frequency (%) |
| 1 | 1368 | |
| 2 | 1231 | |
| 3 | 1279 | |
| 4 | 1192 | |
| 5 | 1219 | |
| 6 | 1155 | |
| 7 | 1222 | |
| 8 | 1220 | |
| 9 | 1147 | |
| 10 | 1208 |
| Value | Count | Frequency (%) |
| 12 | 1403 | |
| 11 | 1290 | |
| 10 | 1208 | |
| 9 | 1147 | |
| 8 | 1220 | |
| 7 | 1222 | |
| 6 | 1155 | |
| 5 | 1219 | |
| 4 | 1192 | |
| 3 | 1279 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2011 |
|---|---|
| 2nd row | 2011 |
| 3rd row | 2011 |
| 4th row | 2011 |
| 5th row | 2011 |
Common Values
| Value | Count | Frequency (%) |
| 2011 | 7846 | |
| 2012 | 7088 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2011 | 7846 | |
| 2012 | 7088 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 22780 | |
| 2 | 22022 | |
| 0 | 14934 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 59736 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 22780 | |
| 2 | 22022 | |
| 0 | 14934 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 59736 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 22780 | |
| 2 | 22022 | |
| 0 | 14934 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 59736 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 22780 | |
| 2 | 22022 | |
| 0 | 14934 |
is_peak_hour
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11844 | |
| 1 | 3090 | 20.7% |
is_weekend
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10773 | |
| 1 | 4161 | 27.9% |
weather_comfort
Real number (ℝ)
High correlation
| Distinct | 856 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5675708 × 10-17 |
| Minimum | -1.3692525 |
|---|---|
| Maximum | 5.1621944 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8918 |
| Negative (%) | 59.7% |
| Memory size | 233.3 KiB |
Quantile statistics
| Minimum | -1.3692525 |
|---|---|
| 5-th percentile | -1.1660519 |
| Q1 | -0.75965079 |
| median | -0.23390963 |
| Q3 | 0.46922884 |
| 95-th percentile | 2.0270999 |
| Maximum | 5.1621944 |
| Range | 6.5314469 |
| Interquartile range (IQR) | 1.2288796 |
Descriptive statistics
| Standard deviation | 1.0000335 |
|---|---|
| Coefficient of variation (CV) | 2.1894209 × 1016 |
| Kurtosis | 1.5095246 |
| Mean | 4.5675708 × 10-17 |
| Median Absolute Deviation (MAD) | 0.56767143 |
| Skewness | 1.2289561 |
| Sum | 3.6959324 × 10-13 |
| Variance | 1.000067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.369252496 | 267 | 1.8% |
| -0.3048685626 | 133 | 0.9% |
| -0.5951550899 | 133 | 0.9% |
| -0.8854416172 | 127 | 0.9% |
| -0.7886794414 | 126 | 0.8% |
| -0.8015810649 | 105 | 0.7% |
| -0.4645261526 | 104 | 0.7% |
| -0.5193580522 | 102 | 0.7% |
| -0.4661388555 | 101 | 0.7% |
| -0.1984301692 | 94 | 0.6% |
| Other values (846) | 13642 |
| Value | Count | Frequency (%) |
| -1.369252496 | 267 | |
| -1.307969785 | 2 | < 0.1% |
| -1.301518973 | 2 | < 0.1% |
| -1.291842755 | 1 | < 0.1% |
| -1.290230053 | 7 | < 0.1% |
| -1.285391944 | 5 | < 0.1% |
| -1.278941132 | 18 | 0.1% |
| -1.278941132 | 6 | < 0.1% |
| -1.274103023 | 3 | < 0.1% |
| -1.267652212 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 5.162194369 | 1 | < 0.1% |
| 4.862231624 | 1 | < 0.1% |
| 4.788047289 | 1 | < 0.1% |
| 4.713862954 | 1 | < 0.1% |
| 4.35906831 | 2 | < 0.1% |
| 4.146191523 | 1 | < 0.1% |
| 4.120388276 | 1 | < 0.1% |
| 4.118775573 | 1 | < 0.1% |
| 4.094585029 | 1 | < 0.1% |
| 4.073619891 | 6 |
weathersit_Heavy Rain
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14931 | |
| 1 | 3 | < 0.1% |
weathersit_Light Snow
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 | 1292 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13642 | |
| 1 | 1292 | 8.7% |
weathersit_Mist
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10861 | |
| 1 | 4073 | 27.3% |
bad_weather
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 233.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14934 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9569 | |
| 1 | 5365 |
Interactions
Correlations
| atemp | bad_weather | cnt | day | holiday | hr | is_peak_hour | is_weekend | month | season | weather_comfort | weathersit_Heavy Rain | weathersit_Light Snow | weathersit_Mist | weekday | windspeed | workingday | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atemp | 1.000 | 0.180 | 0.354 | 0.023 | 0.068 | 0.087 | 0.073 | 0.079 | 0.209 | 0.515 | 0.574 | 0.034 | 0.139 | 0.112 | -0.009 | -0.064 | 0.138 | 0.080 |
| bad_weather | 0.180 | 1.000 | 0.082 | 0.081 | 0.008 | 0.085 | 0.035 | 0.006 | 0.138 | 0.097 | 0.331 | 0.000 | 0.411 | 0.818 | 0.042 | 0.029 | 0.026 | 0.000 |
| cnt | 0.354 | 0.082 | 1.000 | -0.008 | 0.049 | 0.546 | 0.383 | 0.040 | 0.119 | 0.143 | 0.487 | 0.000 | 0.123 | 0.030 | 0.036 | 0.118 | 0.170 | 0.191 |
| day | 0.023 | 0.081 | -0.008 | 1.000 | 0.058 | 0.005 | 0.000 | 0.026 | 0.014 | 0.030 | 0.003 | 0.000 | 0.034 | 0.074 | -0.005 | 0.015 | 0.035 | 0.000 |
| holiday | 0.068 | 0.008 | 0.049 | 0.058 | 1.000 | 0.015 | 0.017 | 0.064 | 0.108 | 0.062 | 0.056 | 0.000 | 0.018 | 0.000 | 0.270 | 0.021 | 0.262 | 0.010 |
| hr | 0.087 | 0.085 | 0.546 | 0.005 | 0.015 | 1.000 | 0.934 | 0.062 | -0.011 | 0.054 | 0.262 | 0.006 | 0.063 | 0.086 | -0.007 | 0.128 | 0.147 | 0.084 |
| is_peak_hour | 0.073 | 0.035 | 0.383 | 0.000 | 0.017 | 0.934 | 1.000 | 0.035 | 0.057 | 0.052 | 0.055 | 0.000 | 0.034 | 0.014 | 0.075 | 0.045 | 0.077 | 0.076 |
| is_weekend | 0.079 | 0.006 | 0.040 | 0.026 | 0.064 | 0.062 | 0.035 | 1.000 | 0.022 | 0.011 | 0.049 | 0.000 | 0.009 | 0.000 | 1.000 | 0.025 | 0.252 | 0.008 |
| month | 0.209 | 0.138 | 0.119 | 0.014 | 0.108 | -0.011 | 0.057 | 0.022 | 1.000 | 0.887 | 0.030 | 0.019 | 0.083 | 0.102 | 0.011 | -0.125 | 0.091 | 0.024 |
| season | 0.515 | 0.097 | 0.143 | 0.030 | 0.062 | 0.054 | 0.052 | 0.011 | 0.887 | 1.000 | 0.244 | 0.019 | 0.054 | 0.074 | 0.029 | 0.098 | 0.073 | 0.030 |
| weather_comfort | 0.574 | 0.331 | 0.487 | 0.003 | 0.056 | 0.262 | 0.055 | 0.049 | 0.030 | 0.244 | 1.000 | 0.000 | 0.307 | 0.181 | 0.016 | 0.194 | 0.146 | 0.087 |
| weathersit_Heavy Rain | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.019 | 0.019 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| weathersit_Light Snow | 0.139 | 0.411 | 0.123 | 0.034 | 0.018 | 0.063 | 0.034 | 0.009 | 0.083 | 0.054 | 0.307 | 0.000 | 1.000 | 0.188 | 0.060 | 0.065 | 0.024 | 0.013 |
| weathersit_Mist | 0.112 | 0.818 | 0.030 | 0.074 | 0.000 | 0.086 | 0.014 | 0.000 | 0.102 | 0.074 | 0.181 | 0.000 | 0.188 | 1.000 | 0.031 | 0.042 | 0.010 | 0.013 |
| weekday | -0.009 | 0.042 | 0.036 | -0.005 | 0.270 | -0.007 | 0.075 | 1.000 | 0.011 | 0.029 | 0.016 | 0.000 | 0.060 | 0.031 | 1.000 | 0.001 | 0.937 | 0.000 |
| windspeed | -0.064 | 0.029 | 0.118 | 0.015 | 0.021 | 0.128 | 0.045 | 0.025 | -0.125 | 0.098 | 0.194 | 0.000 | 0.065 | 0.042 | 0.001 | 1.000 | 0.027 | 0.035 |
| workingday | 0.138 | 0.026 | 0.170 | 0.035 | 0.262 | 0.147 | 0.077 | 0.252 | 0.091 | 0.073 | 0.146 | 0.000 | 0.024 | 0.010 | 0.937 | 0.027 | 1.000 | 0.000 |
| year | 0.080 | 0.000 | 0.191 | 0.000 | 0.010 | 0.084 | 0.076 | 0.008 | 0.024 | 0.030 | 0.087 | 0.000 | 0.013 | 0.013 | 0.000 | 0.035 | 0.000 | 1.000 |
Missing values
Sample
| season | hr | holiday | weekday | workingday | atemp | windspeed | cnt | day | month | year | is_peak_hour | is_weekend | weather_comfort | weathersit_Heavy Rain | weathersit_Light Snow | weathersit_Mist | bad_weather | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0 | 6 | 0 | -1.013006 | -1.606139 | 16 | 1 | 1 | 2011 | 0 | 1 | -1.001556 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 0 | 6 | 0 | -1.102268 | -1.606139 | 40 | 1 | 1 | 2011 | 0 | 1 | -1.014458 | 0 | 0 | 0 | 0 |
| 2 | 1 | 2 | 0 | 6 | 0 | -1.102268 | -1.606139 | 32 | 1 | 1 | 2011 | 0 | 1 | -0.712882 | 0 | 0 | 0 | 0 |
| 3 | 1 | 3 | 0 | 6 | 0 | -1.013006 | -1.606139 | 13 | 1 | 1 | 2011 | 0 | 1 | -0.885442 | 0 | 0 | 0 | 0 |
| 4 | 1 | 4 | 0 | 6 | 0 | -1.013006 | -1.606139 | 1 | 1 | 1 | 2011 | 0 | 1 | -0.885442 | 0 | 0 | 0 | 0 |
| 5 | 1 | 5 | 0 | 6 | 0 | -1.190942 | -0.807020 | 1 | 1 | 1 | 2011 | 0 | 1 | -0.885442 | 0 | 0 | 1 | 1 |
| 6 | 1 | 6 | 0 | 6 | 0 | -1.102268 | -1.606139 | 2 | 1 | 1 | 2011 | 0 | 1 | -1.014458 | 0 | 0 | 0 | 0 |
| 7 | 1 | 7 | 0 | 6 | 0 | -1.190942 | -1.606139 | 3 | 1 | 1 | 2011 | 1 | 1 | -1.143474 | 0 | 0 | 0 | 0 |
| 8 | 1 | 8 | 0 | 6 | 0 | -1.013006 | -1.606139 | 8 | 1 | 1 | 2011 | 1 | 1 | -0.885442 | 0 | 0 | 0 | 0 |
| 9 | 1 | 9 | 0 | 6 | 0 | -0.657132 | -1.606139 | 14 | 1 | 1 | 2011 | 1 | 1 | -0.401631 | 0 | 0 | 0 | 0 |
| season | hr | holiday | weekday | workingday | atemp | windspeed | cnt | day | month | year | is_peak_hour | is_weekend | weather_comfort | weathersit_Heavy Rain | weathersit_Light Snow | weathersit_Mist | bad_weather | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17369 | 1 | 14 | 0 | 1 | 1 | -1.102268 | 0.390766 | 247 | 31 | 12 | 2012 | 0 | 0 | -0.127471 | 0 | 0 | 1 | 1 |
| 17370 | 1 | 15 | 0 | 1 | 1 | -1.013006 | -0.408353 | 315 | 31 | 12 | 2012 | 0 | 0 | -0.127471 | 0 | 0 | 1 | 1 |
| 17371 | 1 | 16 | 0 | 1 | 1 | 0.143289 | 0.124096 | 214 | 31 | 12 | 2012 | 0 | 0 | -0.279065 | 0 | 0 | 1 | 1 |
| 17372 | 1 | 17 | 0 | 1 | 1 | -1.013006 | -0.807020 | 164 | 31 | 12 | 2012 | 1 | 0 | -0.279065 | 0 | 0 | 1 | 1 |
| 17373 | 1 | 18 | 0 | 1 | 1 | -1.102268 | -0.408353 | 122 | 31 | 12 | 2012 | 1 | 0 | -0.279065 | 0 | 0 | 1 | 1 |
| 17374 | 1 | 19 | 0 | 1 | 1 | -1.190942 | -0.141683 | 119 | 31 | 12 | 2012 | 1 | 0 | -0.530647 | 0 | 0 | 1 | 1 |
| 17375 | 1 | 20 | 0 | 1 | 1 | -1.190942 | -0.141683 | 89 | 31 | 12 | 2012 | 0 | 0 | -0.530647 | 0 | 0 | 1 | 1 |
| 17376 | 1 | 21 | 0 | 1 | 1 | -1.190942 | -0.141683 | 90 | 31 | 12 | 2012 | 0 | 0 | 0.243450 | 0 | 0 | 0 | 0 |
| 17377 | 1 | 22 | 0 | 1 | 1 | -1.102268 | -0.408353 | 61 | 31 | 12 | 2012 | 0 | 0 | -0.446786 | 0 | 0 | 0 | 0 |
| 17378 | 1 | 23 | 0 | 1 | 1 | -1.102268 | -0.408353 | 49 | 31 | 12 | 2012 | 0 | 0 | -0.635473 | 0 | 0 | 0 | 0 |